Stefan Roth

320 papers A* 58A 8B 3C 1Journal 103Unranked 50
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Accuracy: What Matters in Designing Well-Behaved Image Classification Models?
Trans. Mach. Learn. Res.
Robin Hesse, Dogukan Bagci, Bernt Schiele, Simone Schaub-Meyer, Stefan Roth
2026 J jnl
Evaluating Object-Centric Models beyond Object Discovery.
CoRR
Krishnakant Singh, Simone Schaub-Meyer, Stefan Roth
2026 J jnl
INSID3: Training-Free In-Context Segmentation with DINOv3.
CoRR
Claudia Cuttano, Gabriele Trivigno, Christoph Reich, Daniel Cremers, Carlo Masone, Stefan Roth
2026 J jnl
MUFASA: A Multi-Layer Framework for Slot Attention.
CoRR
Sebastian Bock, Leonie Schüßler, Krishnakant Singh, Simone Schaub-Meyer, Stefan Roth
2026 J jnl
What is Missing? Explaining Neurons Activated by Absent Concepts.
CoRR
Robin Hesse, Simone Schaub-Meyer, Janina Hesse, Bernt Schiele, Stefan Roth
2025 J jnl
A Framework for Low-Effort Training Data Generation for Urban Semantic Segmentation.
CoRR
Denis Zavadski, Damjan Kalsan, Tim Küchler, Haebom Lee, Stefan Roth, Carsten Rother
2025 J jnl
ART: Adaptive Relation Tuning for Generalized Relation Prediction.
CoRR
Gopika Sudhakaran, Hikaru Shindo, Patrick Schramowski, Simone Schaub-Meyer, Kristian Kersting, Stefan Roth
2025 J jnl
Activation Subspaces for Out-of-Distribution Detection.
CoRR
Baris Zöngür, Robin Hesse, Stefan Roth
2025 J jnl
Beyond Accuracy: What Matters in Designing Well-Behaved Models?
CoRR
Robin Hesse, Dogukan Bagci, Bernt Schiele, Simone Schaub-Meyer, Stefan Roth
2025 A conf
Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation Model.
IROS
Jannik Endres, Oliver Hahn, Charles Corbière, Simone Schaub-Meyer, Stefan Roth, Alexandre Alahi
2025 J jnl
Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation Model.
CoRR
Jannik Endres, Oliver Hahn, Charles Corbière, Simone Schaub-Meyer, Stefan Roth, Alexandre Alahi
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part I
ECCV (1)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part II
ECCV (2)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part III
ECCV (3)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part IV
ECCV (4)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part IX
ECCV (9)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part L
ECCV (50)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LI
ECCV (51)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LII
ECCV (52)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LIII
ECCV (53)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LIV
ECCV (54)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LIX
ECCV (59)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LV
ECCV (55)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LVI
ECCV (56)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LVII
ECCV (57)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LVIII
ECCV (58)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LX
ECCV (60)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXI
ECCV (61)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXII
ECCV (62)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXIII
ECCV (63)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXIV
ECCV (64)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXIX
ECCV (69)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXV
ECCV (65)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXVI
ECCV (66)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXVII
ECCV (67)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXVIII
ECCV (68)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXX
ECCV (70)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXI
ECCV (71)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXII
ECCV (72)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXIII
ECCV (73)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXIV
ECCV (74)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXIX
ECCV (79)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXV
ECCV (75)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXVI
ECCV (76)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXVIII
ECCV (78)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXX
ECCV (80)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXXI
ECCV (81)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXXII
ECCV (82)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXXIII
ECCV (83)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXXIV
ECCV (84)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXXIX
ECCV (89)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXXV
ECCV (85)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXXVI
ECCV (86)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXXVII
ECCV (87)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXXVIII
ECCV (88)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part V
ECCV (5)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part VI
ECCV (6)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part VII
ECCV (7)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part VIII
ECCV (8)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part X
ECCV (10)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XI
ECCV (11)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XII
ECCV (12)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XIII
ECCV (13)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XIV
ECCV (14)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XIX
ECCV (19)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XL
ECCV (40)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XLI
ECCV (41)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XLII
ECCV (42)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XLIII
ECCV (43)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XLIV
ECCV (44)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XLIX
ECCV (49)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XLV
ECCV (45)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XLVI
ECCV (46)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XLVII
ECCV (47)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XLVIII
ECCV (48)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XV
ECCV (15)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XVI
ECCV (16)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XVII
ECCV (17)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XVIII
ECCV (18)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XX
ECCV (20)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXI
ECCV (21)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXII
ECCV (22)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXIII
ECCV (23)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXIV
ECCV (24)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXIX
ECCV (29)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXV
ECCV (25)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXVI
ECCV (26)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXVII
ECCV (27)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXVIII
ECCV (28)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXX
ECCV (30)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXXI
ECCV (31)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXXII
ECCV (32)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXXIII
ECCV (33)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXXIV
ECCV (34)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXXIX
ECCV (39)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXXV
ECCV (35)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXXVI
ECCV (36)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXXVII
ECCV (37)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXXVIII
ECCV (38)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2025 — conf
Disentangling Polysemantic Channels in Convolutional Neural Networks.
CVPR Workshops
Robin Hesse, Jonas Fischer, Simone Schaub-Meyer, Stefan Roth
2025 J jnl
Disentangling Polysemantic Channels in Convolutional Neural Networks.
CoRR
Robin Hesse, Jonas Fischer, Simone Schaub-Meyer, Stefan Roth
2025 J jnl
Editorial: Introduction to the Special Section on Best of CVPR'2022.
IEEE Trans. Pattern Anal. Mach. Intell.
Kristin J. Dana, Gang Hua, Stefan Roth, Dimitris Samaras, Richa Singh
2025 — conf
Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation.
DAGM GCPR
Dustin Carrión-Ojeda, Stefan Roth, Simone Schaub-Meyer
2025 J jnl
Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation.
CoRR
Dustin Carrión-Ojeda, Stefan Roth, Simone Schaub-Meyer
2025 J jnl
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion.
CoRR
Aleksandar Jevtic, Christoph Reich, Felix Wimbauer, Oliver Hahn, Christian Rupprecht, Stefan Roth, Daniel Cremers
2025 A* conf
GLASS: Guided Latent Slot Diffusion for Object-Centric Learning.
CVPR
Krishnakant Singh, Simone Schaub-Meyer, Stefan Roth
2025 J jnl
LeAD-M3D: Leveraging Asymmetric Distillation for Real-time Monocular 3D Detection.
CoRR
Johannes Meier, Jonathan Michel, Oussema Dhaouadi, Yung-Hsu Yang, Christoph Reich, Zuria Bauer, Stefan Roth, Marc Pollefeys, Jacques Kaiser, Daniel Cremers
2025 — conf
Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery.
ICCVW
Xinrui Gong, Oliver Hahn, Christoph Reich, Krishnakant Singh, Simone Schaub-Meyer, Daniel Cremers, Stefan Roth
2025 J jnl
Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery.
CoRR
Xinrui Gong, Oliver Hahn, Christoph Reich, Krishnakant Singh, Simone Schaub-Meyer, Daniel Cremers, Stefan Roth
2025 J jnl
Removing Cost Volumes from Optical Flow Estimators.
CoRR
Simon Kiefhaber, Stefan Roth, Simone Schaub-Meyer
2025 A* conf
Scene-Centric Unsupervised Panoptic Segmentation.
CVPR
Oliver Hahn, Christoph Reich, Nikita Araslanov, Daniel Cremers, Christian Rupprecht, Stefan Roth
2025 J jnl
Scene-Centric Unsupervised Panoptic Segmentation.
CoRR
Oliver Hahn, Christoph Reich, Nikita Araslanov, Daniel Cremers, Christian Rupprecht, Stefan Roth
2024 — conf
A Perspective on Deep Vision Performance with Standard Image and Video Codecs.
CVPR Workshops
Christoph Reich, Oliver Hahn, Daniel Cremers, Stefan Roth, Biplob Debnath
2024 J jnl
A Perspective on Deep Vision Performance with Standard Image and Video Codecs.
CoRR
Christoph Reich, Oliver Hahn, Daniel Cremers, Stefan Roth, Biplob Debnath
2024 A* conf
Adapters Strike Back.
CVPR
Jan-Martin O. Steitz, Stefan Roth
2024 J jnl
Adapters Strike Back.
CoRR
Jan-Martin O. Steitz, Stefan Roth
2024 A* conf
Benchmarking the Attribution Quality of Vision Models.
NeurIPS
Robin Hesse, Simone Schaub-Meyer, Stefan Roth
2024 J jnl
Benchmarking the Attribution Quality of Vision Models.
CoRR
Robin Hesse, Simone Schaub-Meyer, Stefan Roth
2024 J jnl
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals.
CoRR
Oliver Hahn, Nikita Araslanov, Simone Schaub-Meyer, Stefan Roth
2024 J jnl
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals.
Trans. Mach. Learn. Res.
Oliver Hahn, Nikita Araslanov, Simone Schaub-Meyer, Stefan Roth
2024 — ed.
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXXVII
ECCV (77)
Ales Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
2024 J jnl
DIAGen: Diverse Image Augmentation with Generative Models.
CoRR
Tobias Lingenberg, Markus Reuter, Gopika Sudhakaran, Dominik Gojny, Stefan Roth, Simone Schaub-Meyer
2024 — conf
DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning.
GCPR (1)
Tobias Lingenberg, Markus Reuter, Gopika Sudhakaran, Dominik Gojny, Stefan Roth, Simone Schaub-Meyer
2024 J jnl
Guided Latent Slot Diffusion for Object-Centric Learning.
CoRR
Krishnakant Singh, Simone Schaub-Meyer, Stefan Roth
2024 — conf
Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images.
CVPR Workshops
Krishnakant Singh, Thanush Navaratnam, Jannik Holmer, Simone Schaub-Meyer, Stefan Roth
2024 J jnl
Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images.
CoRR
Krishnakant Singh, Thanush Navaratnam, Jannik Holmer, Simone Schaub-Meyer, Stefan Roth
2023 — conf
Content-Adaptive Downsampling in Convolutional Neural Networks.
CVPR Workshops
Robin Hesse, Simone Schaub-Meyer, Stefan Roth
2023 J jnl
Content-Adaptive Downsampling in Convolutional Neural Networks.
CoRR
Robin Hesse, Simone Schaub-Meyer, Stefan Roth
2023 A* conf
FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods.
ICCV
Robin Hesse, Simone Schaub-Meyer, Stefan Roth
2023 J jnl
FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods.
CoRR
Robin Hesse, Simone Schaub-Meyer, Stefan Roth
2023 J jnl
Pixel State Value Network for Combined Prediction and Planning in Interactive Environments.
CoRR
Sascha Rosbach, Stefan M. Leupold, Simon Großjohann, Stefan Roth
2023 J jnl
Semantic Self-adaptation: Enhancing Generalization with a Single Sample.
Trans. Mach. Learn. Res.
Sherwin Bahmani, Oliver Hahn, Eduard Zamfir, Nikita Araslanov, Daniel Cremers, Stefan Roth
2023 A* conf
Vision Relation Transformer for Unbiased Scene Graph Generation.
ICCV
Gopika Sudhakaran, Devendra Singh Dhami, Kristian Kersting, Stefan Roth
2023 J jnl
Vision Relation Transformer for Unbiased Scene Graph Generation.
CoRR
Gopika Sudhakaran, Devendra Singh Dhami, Kristian Kersting, Stefan Roth
2022 A conf
$S^2$-Flow: Joint Semantic and Style Editing of Facial Images.
BMVC
Krishnakant Singh, Simone Schaub-Meyer, Stefan Roth
2022 J jnl
DWDN: Deep Wiener Deconvolution Network for Non-Blind Image Deblurring.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiangxin Dong, Stefan Roth, Bernt Schiele
2022 J jnl
Diverse Image Captioning with Grounded Style.
CoRR
Franz Klein, Shweta Mahajan, Stefan Roth
2022 A conf
Efficient Feature Extraction for High-resolution Video Frame Interpolation.
BMVC
Moritz Nottebaum, Stefan Roth, Simone Schaub-Meyer
2022 J jnl
Efficient Feature Extraction for High-resolution Video Frame Interpolation.
CoRR
Moritz Nottebaum, Stefan Roth, Simone Schaub-Meyer
2022 J jnl
S
CoRR
Krishnakant Singh, Simone Schaub-Meyer, Stefan Roth
2022 J jnl
Semantic Self-adaptation: Enhancing Generalization with a Single Sample.
CoRR
Sherwin Bahmani, Oliver Hahn, Eduard Zamfir, Nikita Araslanov, Daniel Cremers, Stefan Roth
2022 — conf
xGQA: Cross-Lingual Visual Question Answering.
ACL (Findings)
Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych
2021 A conf
Boosting Monocular Depth with Panoptic Segmentation Maps.
WACV
Faraz Saeedan, Stefan Roth
2021 J jnl
Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring.
CoRR
Jiangxin Dong, Stefan Roth, Bernt Schiele
2021 A* conf
Dense Unsupervised Learning for Video Segmentation.
NeurIPS
Nikita Araslanov, Simone Schaub-Meyer, Stefan Roth
2021 J jnl
Dense Unsupervised Learning for Video Segmentation.
CoRR
Nikita Araslanov, Simone Schaub-Meyer, Stefan Roth
2021 — conf
Diverse Image Captioning with Grounded Style.
GCPR
Franz Klein, Shweta Mahajan, Stefan Roth
2021 A* conf
Fast Axiomatic Attribution for Neural Networks.
NeurIPS
Robin Hesse, Simone Schaub-Meyer, Stefan Roth
2021 J jnl
Fast Axiomatic Attribution for Neural Networks.
CoRR
Robin Hesse, Simone Schaub-Meyer, Stefan Roth
2021 A* conf
Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring.
CVPR
Jiangxin Dong, Stefan Roth, Bernt Schiele
2021 J jnl
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking.
Int. J. Comput. Vis.
Patrick Dendorfer, Aljosa Osep, Anton Milan, Konrad Schindler, Daniel Cremers, Ian Reid, Stefan Roth, Laura Leal-Taixé
2021 — conf
NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned.
NeurIPS (Competition and Demos)
Dustin Carrión-Ojeda, Mahbubul Alam, Sergio Escalera, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta, Isabelle Guyon, Joël Roman Ky, Xian Yeow Lee, Xin Liu, Felix Mohr, Manh Hung Nguyen, Emmanuel Pintelas, Stefan Roth, Simone Schaub-Meyer, Haozhe Sun, Ihsan Ullah, Joaquin Vanschoren, Lasitha Vidyaratne, Jiamin Wu, Xiaotian Yin
2021 A* conf
PixelPyramids: Exact Inference Models from Lossless Image Pyramids.
ICCV
Shweta Mahajan, Stefan Roth
2021 J jnl
PixelPyramids: Exact Inference Models from Lossless Image Pyramids.
CoRR
Shweta Mahajan, Stefan Roth
2021 — conf
Sampling-Free Variational Inference for Neural Networks with Multiplicative Activation Noise.
GCPR
Jannik Schmitt, Stefan Roth
2021 J jnl
Sampling-free Variational Inference for Neural Networks with Multiplicative Activation Noise.
CoRR
Jannik Schmitt, Stefan Roth
2021 A* conf
Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation.
CVPR
Nikita Araslanov, Stefan Roth
2021 A* conf
Self-Supervised Multi-Frame Monocular Scene Flow.
CVPR
Junhwa Hur, Stefan Roth
2021 J jnl
Self-Supervised Multi-Frame Monocular Scene Flow.
CoRR
Junhwa Hur, Stefan Roth
2021 J jnl
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation.
CoRR
Nikita Araslanov, Stefan Roth
2021 — conf
TxT: Crossmodal End-to-End Learning with Transformers.
GCPR
Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych, Stefan Roth
2021 J jnl
TxT: Crossmodal End-to-End Learning with Transformers.
CoRR
Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych, Stefan Roth
2021 J jnl
xGQA: Cross-Lingual Visual Question Answering.
CoRR
Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych
2020 A* conf
Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring.
NeurIPS
Jiangxin Dong, Stefan Roth, Bernt Schiele
2020 A* conf
Diverse Image Captioning with Context-Object Split Latent Spaces.
NeurIPS
Shweta Mahajan, Stefan Roth
2020 J jnl
Diverse Image Captioning with Context-Object Split Latent Spaces.
CoRR
Shweta Mahajan, Stefan Roth
2020 A* conf
Driving Style Encoder: Situational Reward Adaptation for General-Purpose Planning in Automated Driving.
ICRA
Sascha Rosbach, Vinit James, Simon Großjohann, Silviu Homoceanu, Xing Li, Stefan Roth
2020 J jnl
LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery.
CoRR
Wentong Liao, Xiang Chen, Jingfeng Yang, Stefan Roth, Michael Goesele, Michael Ying Yang, Bodo Rosenhahn
2020 A* conf
Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings.
ICLR
Shweta Mahajan, Iryna Gurevych, Stefan Roth
2020 J jnl
Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings.
CoRR
Shweta Mahajan, Iryna Gurevych, Stefan Roth
2020 J jnl
MOT20: A benchmark for multi object tracking in crowded scenes.
CoRR
Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian D. Reid, Stefan Roth, Konrad Schindler, Laura Leal-Taixé
2020 J jnl
MOTChallenge: A Benchmark for Single-camera Multiple Target Tracking.
CoRR
Patrick Dendorfer, Aljosa Osep, Anton Milan, Konrad Schindler, Daniel Cremers, Ian D. Reid, Stefan Roth, Laura Leal-Taixé
2020 A* conf
Normalizing Flows With Multi-Scale Autoregressive Priors.
CVPR
Apratim Bhattacharyya, Shweta Mahajan, Mario Fritz, Bernt Schiele, Stefan Roth
2020 J jnl
Normalizing Flows with Multi-Scale Autoregressive Priors.
CoRR
Shweta Mahajan, Apratim Bhattacharyya, Mario Fritz, Bernt Schiele, Stefan Roth
2020 J jnl
Optical Flow Estimation in the Deep Learning Age.
CoRR
Junhwa Hur, Stefan Roth
2020 A conf
Planning on the fast lane: Learning to interact using attention mechanisms in path integral inverse reinforcement learning.
IROS
Sascha Rosbach, Xing Li, Simon Großjohann, Silviu Homoceanu, Stefan Roth
2020 J jnl
Planning on the fast lane: Learning to interact using attention mechanisms in path integral inverse reinforcement learning.
CoRR
Sascha Rosbach, Xing Li, Simon Großjohann, Silviu Homoceanu, Stefan Roth
2020 A* conf
Probabilistic Pixel-Adaptive Refinement Networks.
CVPR
Anne S. Wannenwetsch, Stefan Roth
2020 J jnl
Probabilistic Pixel-Adaptive Refinement Networks.
CoRR
Anne S. Wannenwetsch, Stefan Roth
2020 A* conf
Self-Supervised Monocular Scene Flow Estimation.
CVPR
Junhwa Hur, Stefan Roth
2020 J jnl
Self-Supervised Monocular Scene Flow Estimation.
CoRR
Junhwa Hur, Stefan Roth
2020 A* conf
Single-Stage Semantic Segmentation From Image Labels.
CVPR
Nikita Araslanov, Stefan Roth
2020 J jnl
Single-Stage Semantic Segmentation from Image Labels.
CoRR
Nikita Araslanov, Stefan Roth
2019 A* conf
Actor-Critic Instance Segmentation.
CVPR
Nikita Araslanov, Constantin A. Rothkopf, Stefan Roth
2019 J jnl
Actor-Critic Instance Segmentation.
CoRR
Nikita Araslanov, Constantin A. Rothkopf, Stefan Roth
2019 J jnl
CVPR19 Tracking and Detection Challenge: How crowded can it get?
CoRR
Patrick Dendorfer, Seyed Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian D. Reid, Stefan Roth, Konrad Schindler, Laura Leal-Taixé
2019 — ed.
Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part I
ECCV Workshops (1)
Laura Leal-Taixé, Stefan Roth
2019 — ed.
Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part II
ECCV Workshops (2)
Laura Leal-Taixé, Stefan Roth
2019 — ed.
Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part III
ECCV Workshops (3)
Laura Leal-Taixé, Stefan Roth
2019 — ed.
Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part IV
ECCV Workshops (4)
Laura Leal-Taixé, Stefan Roth
2019 — ed.
Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part V
ECCV Workshops (5)
Laura Leal-Taixé, Stefan Roth
2019 — ed.
Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part VI
ECCV Workshops (6)
Laura Leal-Taixé, Stefan Roth
2019 — conf
Deep Video Deblurring: The Devil is in the Details.
ICCV Workshops
Jochen Gast, Stefan Roth
2019 J jnl
Deep Video Deblurring: The Devil is in the Details.
CoRR
Jochen Gast, Stefan Roth
2019 J jnl
Driving Style Encoder: Situational Reward Adaptation for General-Purpose Planning in Automated Driving.
CoRR
Sascha Rosbach, Vinit James, Simon Großjohann, Silviu Homoceanu, Xing Li, Stefan Roth
2019 A conf
Driving with Style: Inverse Reinforcement Learning in General-Purpose Planning for Automated Driving.
IROS
Sascha Rosbach, Vinit James, Simon Großjohann, Silviu Homoceanu, Stefan Roth
2019 J jnl
Driving with Style: Inverse Reinforcement Learning in General-Purpose Planning for Automated Driving.
CoRR
Sascha Rosbach, Vinit James, Simon Großjohann, Silviu Homoceanu, Stefan Roth
2019 A* conf
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation.
CVPR
Junhwa Hur, Stefan Roth
2019 J jnl
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation.
CoRR
Junhwa Hur, Stefan Roth
2019 — conf
Joint Wasserstein Autoencoders for Aligning Multimodal Embeddings.
ICCV Workshops
Shweta Mahajan, Teresa Botschen, Iryna Gurevych, Stefan Roth
2019 J jnl
Joint Wasserstein Autoencoders for Aligning Multimodal Embeddings.
CoRR
Shweta Mahajan, Teresa Botschen, Iryna Gurevych, Stefan Roth
2019 — conf
Learning Task-Specific Generalized Convolutions in the Permutohedral Lattice.
GCPR
Anne S. Wannenwetsch, Martin Kiefel, Peter V. Gehler, Stefan Roth
2019 J jnl
Learning Task-Specific Generalized Convolutions in the Permutohedral Lattice.
CoRR
Anne S. Wannenwetsch, Martin Kiefel, Peter V. Gehler, Stefan Roth
2019 — conf
Markov Decision Process for Video Generation.
ICCV Workshops
Vladyslav Yushchenko, Nikita Araslanov, Stefan Roth
2019 J jnl
Markov Decision Process for Video Generation.
CoRR
Vladyslav Yushchenko, Nikita Araslanov, Stefan Roth
2018 — conf
A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning.
*SEM@NAACL-HLT
Hatem Mousselly Sergieh, Teresa Botschen, Iryna Gurevych, Stefan Roth
2018 A* conf
Detail-Preserving Pooling in Deep Networks.
CVPR
Faraz Saeedan, Nicolas Weber, Michael Goesele, Stefan Roth
2018 J jnl
Detail-Preserving Pooling in Deep Networks.
CoRR
Faraz Saeedan, Nicolas Weber, Michael Goesele, Stefan Roth
2018 A* conf
Lightweight Probabilistic Deep Networks.
CVPR
Jochen Gast, Stefan Roth
2018 J jnl
Lightweight Probabilistic Deep Networks.
CoRR
Jochen Gast, Stefan Roth
2018 A* conf
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers.
CVPR
Stephan R. Richter, Stefan Roth
2018 J jnl
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers.
CoRR
Stephan R. Richter, Stefan Roth
2018 — conf
Multi-view X-Ray R-CNN.
GCPR
Jan-Martin O. Steitz, Faraz Saeedan, Stefan Roth
2018 J jnl
Multi-view X-ray R-CNN.
CoRR
Jan-Martin O. Steitz, Faraz Saeedan, Stefan Roth
2018 — conf
Multimodal Frame Identification with Multilingual Evaluation.
NAACL-HLT
Teresa Botschen, Iryna Gurevych, Jan-Christoph Klie, Hatem Mousselly Sergieh, Stefan Roth
2018 A* conf
Neural Nearest Neighbors Networks.
NeurIPS
Tobias Plötz, Stefan Roth
2018 J jnl
Neural Nearest Neighbors Networks.
CoRR
Tobias Plötz, Stefan Roth
2018 — conf
Normalized Blind Deconvolution.
ECCV (7)
Meiguang Jin, Stefan Roth, Paolo Favaro
2018 A* conf
Stochastic Variational Inference With Gradient Linearization.
CVPR
Tobias Plötz, Anne S. Wannenwetsch, Stefan Roth
2018 J jnl
Stochastic Variational Inference with Gradient Linearization.
CoRR
Tobias Plötz, Anne S. Wannenwetsch, Stefan Roth
2018 A* conf
UnFlow: Unsupervised Learning of Optical Flow With a Bidirectional Census Loss.
AAAI
Simon Meister, Junhwa Hur, Stefan Roth
2017 J jnl
Automatic Registration of Images to Untextured Geometry Using Average Shading Gradients.
Int. J. Comput. Vis.
Tobias Plötz, Stefan Roth
2017 A* conf
Benchmarking Denoising Algorithms with Real Photographs.
CVPR
Tobias Plötz, Stefan Roth
2017 J jnl
Benchmarking Denoising Algorithms with Real Photographs.
CoRR
Tobias Plötz, Stefan Roth
2017 — conf
Interactive Data Analytics for the Humanities.
CICLing (1)
Iryna Gurevych, Christian M. Meyer, Carsten Binnig, Johannes Fürnkranz, Kristian Kersting, Stefan Roth, Edwin Simpson
2017 A* conf
MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation.
ICCV
Junhwa Hur, Stefan Roth
2017 J jnl
MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation.
CoRR
Junhwa Hur, Stefan Roth
2017 A* conf
Noise-Blind Image Deblurring.
CVPR
Meiguang Jin, Stefan Roth, Paolo Favaro
2017 A* conf
ProbFlow: Joint Optical Flow and Uncertainty Estimation.
ICCV
Anne S. Wannenwetsch, Margret Keuper, Stefan Roth
2017 J jnl
ProbFlow: Joint Optical Flow and Uncertainty Estimation.
CoRR
Anne S. Wannenwetsch, Margret Keuper, Stefan Roth
2017 J jnl
Robust Multi-Image HDR Reconstruction for the Modulo Camera.
CoRR
Florian Lang, Tobias Plötz, Stefan Roth
2017 — conf
Robust Multi-image HDR Reconstruction for the Modulo Camera.
GCPR
Florian Lang, Tobias Plötz, Stefan Roth
2017 J jnl
The Stixel World: A medium-level representation of traffic scenes.
Image Vis. Comput.
Marius Cordts, Timo Rehfeld, Lukas Schneider, David Pfeiffer, Markus Enzweiler, Stefan Roth, Marc Pollefeys, Uwe Franke
2017 J jnl
The Stixel world: A medium-level representation of traffic scenes.
CoRR
Marius Cordts, Timo Rehfeld, Lukas Schneider, David Pfeiffer, Markus Enzweiler, Stefan Roth, Marc Pollefeys, Uwe Franke
2017 J jnl
Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking.
CoRR
Laura Leal-Taixé, Anton Milan, Konrad Schindler, Daniel Cremers, Ian D. Reid, Stefan Roth
2017 J jnl
Tree-Structured Models for Efficient Multi-Cue Scene Labeling.
IEEE Trans. Pattern Anal. Mach. Intell.
Marius Cordts, Timo Rehfeld, Markus Enzweiler, Uwe Franke, Stefan Roth
2017 J jnl
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss.
CoRR
Simon Meister, Junhwa Hur, Stefan Roth
2016 J jnl
Cascades of Regression Tree Fields for Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell.
Uwe Schmidt, Jeremy Jancsary, Sebastian Nowozin, Stefan Roth, Carsten Rother
2016 — conf
Harvesting Dynamic 3D Worlds from Commodity Sensor Clouds.
GCH
Tamy Boubekeur, Paolo Cignoni, Elmar Eisemann, Michael Goesele, Reinhard Klein, Stefan Roth, Michael Weinmann, Michael Wimmer
2016 — conf
Joint Optical Flow and Temporally Consistent Semantic Segmentation.
ECCV Workshops (1)
Junhwa Hur, Stefan Roth
2016 J jnl
Joint Optical Flow and Temporally Consistent Semantic Segmentation.
CoRR
Junhwa Hur, Stefan Roth
2016 J jnl
MOT16: A Benchmark for Multi-Object Tracking.
CoRR
Anton Milan, Laura Leal-Taixé, Ian D. Reid, Stefan Roth, Konrad Schindler
2016 J jnl
Multi-Target Tracking by Discrete-Continuous Energy Minimization.
IEEE Trans. Pattern Anal. Mach. Intell.
Anton Milan, Konrad Schindler, Stefan Roth
2016 A* conf
Parametric Object Motion from Blur.
CVPR
Jochen Gast, Anita Sellent, Stefan Roth
2016 J jnl
Parametric Object Motion from Blur.
CoRR
Jochen Gast, Anita Sellent, Stefan Roth
2016 — conf
Playing for Data: Ground Truth from Computer Games.
ECCV (2)
Stephan R. Richter, Vibhav Vineet, Stefan Roth, Vladlen Koltun
2016 J jnl
Playing for Data: Ground Truth from Computer Games.
CoRR
Stephan R. Richter, Vibhav Vineet, Stefan Roth, Vladlen Koltun
2016 B conf
Semantic Stixels: Depth is not enough.
Intelligent Vehicles Symposium
Lukas Schneider, Marius Cordts, Timo Rehfeld, David Pfeiffer, Markus Enzweiler, Uwe Franke, Marc Pollefeys, Stefan Roth
2016 — conf
Stereo Video Deblurring.
ECCV (2)
Anita Sellent, Carsten Rother, Stefan Roth
2016 J jnl
Stereo Video Deblurring.
CoRR
Anita Sellent, Carsten Rother, Stefan Roth
2016 A* conf
The Cityscapes Dataset for Semantic Urban Scene Understanding.
CVPR
Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, Bernt Schiele
2016 J jnl
The Cityscapes Dataset for Semantic Urban Scene Understanding.
CoRR
Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, Bernt Schiele
2015 J jnl
3D Scene Flow Estimation with a Piecewise Rigid Scene Model.
Int. J. Comput. Vis.
Christoph Vogel, Konrad Schindler, Stefan Roth
2015 J jnl
A discriminative approach to perspective shape from shading in uncalibrated illumination.
Comput. Graph.
Stephan R. Richter, Stefan Roth
2015 A* conf
Discriminative shape from shading in uncalibrated illumination.
CVPR
Stephan R. Richter, Stefan Roth
2015 A conf
Interleaved Regression Tree Field Cascades for Blind Image Deconvolution.
WACV
Kevin Schelten, Sebastian Nowozin, Jeremy Jancsary, Carsten Rother, Stefan Roth
2015 J jnl
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking.
CoRR
Laura Leal-Taixé, Anton Milan, Ian D. Reid, Stefan Roth, Konrad Schindler
2015 A* conf
Registering Images to Untextured Geometry Using Average Shading Gradients.
ICCV
Tobias Plötz, Stefan Roth
2014 J jnl
A Quantitative Analysis of Current Practices in Optical Flow Estimation and the Principles Behind Them.
Int. J. Comput. Vis.
Deqing Sun, Stefan Roth, Michael J. Black
2014 J jnl
Cascades of Regression Tree Fields for Image Restoration.
CoRR
Uwe Schmidt, Jeremy Jancsary, Sebastian Nowozin, Stefan Roth, Carsten Rother
2014 J jnl
Continuous Energy Minimization for Multitarget Tracking.
IEEE Trans. Pattern Anal. Mach. Intell.
Anton Milan, Stefan Roth, Konrad Schindler
2014 B conf
Localized Image Blur Removal through Non-parametric Kernel Estimation.
ICPR
Kevin Schelten, Stefan Roth
2014 — conf
Object-Level Priors for Stixel Generation.
GCPR
Marius Cordts, Lukas Schneider, Markus Enzweiler, Uwe Franke, Stefan Roth
2014 — conf
Privacy Preserving Multi-target Tracking.
ACCV Workshops (3)
Anton Milan, Stefan Roth, Konrad Schindler, Mineichi Kudo
2014 A* conf
Shrinkage Fields for Effective Image Restoration.
CVPR
Uwe Schmidt, Stefan Roth
2014 — conf
Stixmantics: A Medium-Level Model for Real-Time Semantic Scene Understanding.
ECCV (5)
Timo Scharwächter, Markus Enzweiler, Uwe Franke, Stefan Roth
2014 — conf
Texture Synthesis: From Convolutional RBMs to Efficient Deterministic Algorithms.
S+SSPR
Qi Gao, Stefan Roth
2014 — conf
View-Consistent 3D Scene Flow Estimation over Multiple Frames.
ECCV (4)
Christoph Vogel, Stefan Roth, Konrad Schindler
2013 — conf
An Evaluation of Data Costs for Optical Flow.
GCPR
Christoph Vogel, Stefan Roth, Konrad Schindler
2013 — conf
Challenges of Ground Truth Evaluation of Multi-target Tracking.
CVPR Workshops
Anton Milan, Konrad Schindler, Stefan Roth
2013 A* conf
Detection- and Trajectory-Level Exclusion in Multiple Object Tracking.
CVPR
Anton Milan, Konrad Schindler, Stefan Roth
2013 A* conf
Discriminative Non-blind Deblurring.
CVPR
Uwe Schmidt, Carsten Rother, Sebastian Nowozin, Jeremy Jancsary, Stefan Roth
2013 — conf
Efficient Multi-cue Scene Segmentation.
GCPR
Timo Scharwächter, Markus Enzweiler, Uwe Franke, Stefan Roth
2013 A* conf
Learning People Detectors for Tracking in Crowded Scenes.
ICCV
Siyu Tang, Mykhaylo Andriluka, Anton Milan, Konrad Schindler, Stefan Roth, Bernt Schiele
2013 J jnl
Monocular Visual Scene Understanding: Understanding Multi-Object Traffic Scenes.
IEEE Trans. Pattern Anal. Mach. Intell.
Christian Wojek, Stefan Walk, Stefan Roth, Konrad Schindler, Bernt Schiele
2013 A* conf
Piecewise Rigid Scene Flow.
ICCV
Christoph Vogel, Konrad Schindler, Stefan Roth
2012 A* conf
Discrete-continuous optimization for multi-target tracking.
CVPR
Anton Andriyenko, Konrad Schindler, Stefan Roth
2012 J jnl
Discriminative Appearance Models for Pictorial Structures.
Int. J. Comput. Vis.
Mykhaylo Andriluka, Stefan Roth, Bernt Schiele
2012 — conf
How Well Do Filter-Based MRFs Model Natural Images?
DAGM/OAGM Symposium
Qi Gao, Stefan Roth
2012 A* conf
Learning rotation-aware features: From invariant priors to equivariant descriptors.
CVPR
Uwe Schmidt, Stefan Roth
2012 — conf
Mean Field for Continuous High-Order MRFs.
DAGM/OAGM Symposium
Kevin Schelten, Stefan Roth
2012 — conf
Object Detection in Multi-view X-Ray Images.
DAGM/OAGM Symposium
Thorsten Franzel, Uwe Schmidt, Stefan Roth
2012 — conf
Pottics - The Potts Topic Model for Semantic Image Segmentation.
DAGM/OAGM Symposium
Christoph Dann, Peter V. Gehler, Stefan Roth, Sebastian Nowozin
2011 A* conf
3D scene flow estimation with a rigid motion prior.
ICCV
Christoph Vogel, Konrad Schindler, Stefan Roth
2011 J jnl
A Database and Evaluation Methodology for Optical Flow.
Int. J. Comput. Vis.
Simon Baker, Daniel Scharstein, J. P. Lewis, Stefan Roth, Michael J. Black, Richard Szeliski
2011 — conf
An analytical formulation of global occlusion reasoning for multi-target tracking.
ICCV Workshops
Anton Andriyenko, Stefan Roth, Konrad Schindler
2011 A* conf
Bayesian deblurring with integrated noise estimation.
CVPR
Uwe Schmidt, Kevin Schelten, Stefan Roth
2011 A* conf
Connecting non-quadratic variational models and MRFs.
CVPR
Kevin Schelten, Stefan Roth
2011 A* conf
Monocular 3D scene understanding with explicit occlusion reasoning.
CVPR
Christian Wojek, Stefan Walk, Stefan Roth, Bernt Schiele
2010 C conf
A Semantic World Model for Urban Search and Rescue Based on Heterogeneous Sensors.
RoboCup
Johannes Meyer, Paul Schnitzspan, Stefan Kohlbrecher, Karen Petersen, Mykhaylo Andriluka, Oliver Schwahn, Uwe Klingauf, Stefan Roth, Bernt Schiele, Oskar von Stryk
2010 A* conf
A generative perspective on MRFs in low-level vision.
CVPR
Uwe Schmidt, Qi Gao, Stefan Roth
2010 A* conf
Automatic discovery of meaningful object parts with latent CRFs.
CVPR
Paul Schnitzspan, Stefan Roth, Bernt Schiele
2010 J jnl
Fusion Moves for Markov Random Field Optimization.
IEEE Trans. Pattern Anal. Mach. Intell.
Victor S. Lempitsky, Carsten Rother, Stefan Roth, Andrew Blake
2010 — conf
Monocular 3D Scene Modeling and Inference: Understanding Multi-Object Traffic Scenes.
ECCV (4)
Christian Wojek, Stefan Roth, Konrad Schindler, Bernt Schiele
2010 A* conf
Monocular 3D pose estimation and tracking by detection.
CVPR
Mykhaylo Andriluka, Stefan Roth, Bernt Schiele
2010 — ed.
Pattern Recognition - 32nd DAGM Symposium, Darmstadt, Germany, September 22-24, 2010. Proceedings
DAGM-Symposium
Michael Goesele, Stefan Roth, Arjan Kuijper, Bernt Schiele, Konrad Schindler
2010 A* conf
Secrets of optical flow estimation and their principles.
CVPR
Deqing Sun, Stefan Roth, Michael J. Black
2010 A conf
Vision based victim detection from unmanned aerial vehicles.
IROS
Mykhaylo Andriluka, Paul Schnitzspan, Johannes Meyer, Stefan Kohlbrecher, Karen Petersen, Oskar von Stryk, Stefan Roth, Bernt Schiele
2009 A* conf
Discriminative structure learning of hierarchical representations for object detection.
CVPR
Paul Schnitzspan, Mario Fritz, Stefan Roth, Bernt Schiele
2009 J jnl
Fields of Experts.
Int. J. Comput. Vis.
Stefan Roth, Michael J. Black
2009 A* conf
Pictorial structures revisited: People detection and articulated pose estimation.
CVPR
Mykhaylo Andriluka, Stefan Roth, Bernt Schiele
2009 — conf
Real-time Stereo-Image Stitching using GPU-based Belief Propagation.
VMV
Michael Adam, Christoph Jung, Stefan Roth, Guido Brunnett
2008 — conf
Discrete-Continuous Optimization for Optical Flow Estimation.
Statistical and Geometrical Approaches to Visual Motion Analysis
Stefan Roth, Victor S. Lempitsky, Carsten Rother
2008 A* conf
FusionFlow: Discrete-continuous optimization for optical flow estimation.
CVPR
Victor S. Lempitsky, Stefan Roth, Carsten Rother
2008 — conf
Learning Optical Flow.
ECCV (3)
Deqing Sun, Stefan Roth, J. P. Lewis, Michael J. Black
2008 A* conf
People-tracking-by-detection and people-detection-by-tracking.
CVPR
Mykhaylo Andriluka, Stefan Roth, Bernt Schiele
2007 A* conf
A Database and Evaluation Methodology for Optical Flow.
ICCV
Simon Baker, Daniel Scharstein, J. P. Lewis, Stefan Roth, Michael J. Black, Richard Szeliski
2007 J jnl
Evaluation of a convex relaxation to a quadratic assignment matching approach for relational object views.
Image Vis. Comput.
Christian Schellewald, Stefan Roth, Christoph Schnörr
2007 — —
High-Order Markov Random Fields for Low-Level Vision.
Stefan Roth
2007 J jnl
On the Spatial Statistics of Optical Flow.
Int. J. Comput. Vis.
Stefan Roth, Michael J. Black
2007 A* conf
Steerable Random Fields.
ICCV
Stefan Roth, Michael J. Black
2006 B conf
Denoising Archival Films using a Learned Bayesian Model.
ICIP
Teodor Mihai Moldovan, Stefan Roth, Michael J. Black
2006 — conf
Efficient Belief Propagation with Learned Higher-Order Markov Random Fields.
ECCV (2)
Xiangyang Lan, Stefan Roth, Daniel P. Huttenlocher, Michael J. Black
2006 — conf
Specular Flow and the Recovery of Surface Structure.
CVPR (2)
Stefan Roth, Michael J. Black
2005 — conf
Fields of Experts: A Framework for Learning Image Priors.
CVPR (2)
Stefan Roth, Michael J. Black
2005 — conf
Modeling Neural Population Spiking Activity with Gibbs Distributions.
NIPS
Frank D. Wood, Stefan Roth, Michael J. Black
2005 A* conf
On the Spatial Statistics of Optical Flow.
ICCV
Stefan Roth, Michael J. Black
2004 — conf
Gibbs Likelihoods for Bayesian Tracking.
CVPR (1)
Stefan Roth, Leonid Sigal, Michael J. Black
2004 — conf
Tracking Loose-Limbed People.
CVPR (1)
Leonid Sigal, Sidharth Bhatia, Stefan Roth, Michael J. Black, Michael Isard
2001 — conf
Evaluation of Convex Optimization Techniques for the Weighted Graph-Matching Problem in Computer Vision.
DAGM-Symposium
Christian Schellewald, Stefan Roth, Christoph Schnörr